Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4080 |
| Missing cells | 23419 |
| Missing cells (%) | 25.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 733.2 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 8 |
slpeffp is highly correlated with slpprdp and 1 other fields | High correlation |
slpprdp is highly correlated with slpeffp | High correlation |
times34p is highly correlated with timest2p | High correlation |
timest2p is highly correlated with times34p | High correlation |
waso is highly correlated with slpeffp | High correlation |
rdi3p is highly correlated with ai_all and 1 other fields | High correlation |
ai_all is highly correlated with rdi3p | High correlation |
avgsat is highly correlated with minsat | High correlation |
minsat is highly correlated with rdi3p and 1 other fields | High correlation |
saqli is highly correlated with fosq | High correlation |
fosq is highly correlated with saqli | High correlation |
sh308a is highly correlated with sh308b | High correlation |
sh308b is highly correlated with sh308a and 1 other fields | High correlation |
sh308c is highly correlated with sh308b | High correlation |
sh308d is highly correlated with sh308e | High correlation |
sh308e is highly correlated with sh308d | High correlation |
slpeffp is highly correlated with slpprdp and 1 other fields | High correlation |
slpprdp is highly correlated with slpeffp | High correlation |
times34p is highly correlated with timest2p | High correlation |
timest2p is highly correlated with times34p | High correlation |
waso is highly correlated with slpeffp | High correlation |
rdi3p is highly correlated with minsat | High correlation |
avgsat is highly correlated with minsat | High correlation |
minsat is highly correlated with rdi3p and 1 other fields | High correlation |
saqli is highly correlated with fosq | High correlation |
fosq is highly correlated with saqli | High correlation |
sh308a is highly correlated with sh308b | High correlation |
sh308b is highly correlated with sh308a and 1 other fields | High correlation |
sh308c is highly correlated with sh308b | High correlation |
sh308d is highly correlated with sh308e | High correlation |
sh308e is highly correlated with sh308d | High correlation |
supinep is highly correlated with race | High correlation |
slpeffp is highly correlated with waso and 1 other fields | High correlation |
slpprdp is highly correlated with race | High correlation |
timeremp is highly correlated with race | High correlation |
times34p is highly correlated with timest2p and 1 other fields | High correlation |
timest1p is highly correlated with gender and 1 other fields | High correlation |
timest2p is highly correlated with times34p and 2 other fields | High correlation |
waso is highly correlated with slpeffp and 2 other fields | High correlation |
rdi3p is highly correlated with minsat and 2 other fields | High correlation |
ai_all is highly correlated with gender and 1 other fields | High correlation |
avgsat is highly correlated with race | High correlation |
minsat is highly correlated with rdi3p and 1 other fields | High correlation |
gender is highly correlated with timest1p and 5 other fields | High correlation |
race is highly correlated with supinep and 12 other fields | High correlation |
saqli is highly correlated with sh308d and 2 other fields | High correlation |
fosq is highly correlated with sh308d and 1 other fields | High correlation |
sh308d is highly correlated with saqli and 1 other fields | High correlation |
sh308e is highly correlated with saqli and 1 other fields | High correlation |
sh308f is highly correlated with saqli | High correlation |
timeremp is highly correlated with timest2p | High correlation |
slpprdp is highly correlated with slpeffp | High correlation |
minsat is highly correlated with avgsat | High correlation |
sh308b is highly correlated with sh308c and 2 other fields | High correlation |
avgsat is highly correlated with minsat | High correlation |
rdi3p is highly correlated with ai_all | High correlation |
ai_all is highly correlated with rdi3p | High correlation |
waso is highly correlated with slpeffp | High correlation |
times34p is highly correlated with gender and 1 other fields | High correlation |
gender is highly correlated with times34p | High correlation |
sh308e is highly correlated with fosq and 3 other fields | High correlation |
sh308c is highly correlated with sh308b and 2 other fields | High correlation |
fosq is highly correlated with sh308e and 2 other fields | High correlation |
timest2p is highly correlated with timeremp and 1 other fields | High correlation |
timest1p is highly correlated with slpeffp | High correlation |
sh308a is highly correlated with sh308b and 2 other fields | High correlation |
slpeffp is highly correlated with slpprdp and 2 other fields | High correlation |
sh308f is highly correlated with sh308b and 4 other fields | High correlation |
saqli is highly correlated with sh308e and 2 other fields | High correlation |
sh308d is highly correlated with sh308e and 3 other fields | High correlation |
supinep has 1442 (35.3%) missing values | Missing |
slpeffp has 1429 (35.0%) missing values | Missing |
slpprdp has 1429 (35.0%) missing values | Missing |
timeremp has 1460 (35.8%) missing values | Missing |
times34p has 1460 (35.8%) missing values | Missing |
timest1p has 1460 (35.8%) missing values | Missing |
timest2p has 1460 (35.8%) missing values | Missing |
waso has 1429 (35.0%) missing values | Missing |
rdi3p has 1429 (35.0%) missing values | Missing |
ai_all has 1467 (36.0%) missing values | Missing |
avgsat has 1429 (35.0%) missing values | Missing |
minsat has 1429 (35.0%) missing values | Missing |
saqli has 2890 (70.8%) missing values | Missing |
fosq has 2895 (71.0%) missing values | Missing |
sh308a has 46 (1.1%) missing values | Missing |
sh308b has 47 (1.2%) missing values | Missing |
sh308c has 50 (1.2%) missing values | Missing |
sh308d has 57 (1.4%) missing values | Missing |
sh308e has 51 (1.2%) missing values | Missing |
sh308f has 60 (1.5%) missing values | Missing |
supinep has 344 (8.4%) zeros | Zeros |
times34p has 122 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-08 00:35:06.904239 |
|---|---|
| Analysis finished | 2021-09-08 00:35:36.088094 |
| Duration | 29.18 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 102 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 1442 |
| Missing (%) | 35.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.37604246 |
| Minimum | 0 |
|---|---|
| Maximum | 101 |
| Zeros | 344 |
| Zeros (%) | 8.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 29 |
| Q3 | 57 |
| 95-th percentile | 97 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 30.2725639 |
|---|---|
| Coefficient of variation (CV) | 0.8557363062 |
| Kurtosis | -0.7091130449 |
| Mean | 35.37604246 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.6249746412 |
| Sum | 93322 |
| Variance | 916.4281251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 344 | 8.4% |
| 100 | 107 | 2.6% |
| 1 | 60 | 1.5% |
| 2 | 45 | 1.1% |
| 19 | 40 | 1.0% |
| 20 | 40 | 1.0% |
| 15 | 40 | 1.0% |
| 12 | 39 | 1.0% |
| 13 | 39 | 1.0% |
| 10 | 38 | 0.9% |
| Other values (92) | 1846 | |
| (Missing) | 1442 |
| Value | Count | Frequency (%) |
| 0 | 344 | |
| 1 | 60 | 1.5% |
| 2 | 45 | 1.1% |
| 3 | 34 | 0.8% |
| 4 | 34 | 0.8% |
| 5 | 30 | 0.7% |
| 6 | 32 | 0.8% |
| 7 | 31 | 0.8% |
| 8 | 33 | 0.8% |
| 9 | 34 | 0.8% |
| Value | Count | Frequency (%) |
| 101 | 10 | 0.2% |
| 100 | 107 | |
| 99 | 10 | 0.2% |
| 98 | 4 | 0.1% |
| 97 | 12 | 0.3% |
| 96 | 5 | 0.1% |
| 95 | 10 | 0.2% |
| 94 | 6 | 0.1% |
| 93 | 7 | 0.2% |
| 92 | 12 | 0.3% |
slpeffp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 499 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.17057714 |
| Minimum | 24.4 |
|---|---|
| Maximum | 98.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 24.4 |
|---|---|
| 5-th percentile | 56.4 |
| Q1 | 73.2 |
| median | 81.5 |
| Q3 | 87.6 |
| 95-th percentile | 93.5 |
| Maximum | 98.8 |
| Range | 74.4 |
| Interquartile range (IQR) | 14.4 |
Descriptive statistics
| Standard deviation | 11.64327784 |
|---|---|
| Coefficient of variation (CV) | 0.1470657189 |
| Kurtosis | 1.755317017 |
| Mean | 79.17057714 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | -1.193223641 |
| Sum | 209881.2 |
| Variance | 135.5659189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.4 | 22 | 0.5% |
| 80.2 | 18 | 0.4% |
| 87.4 | 17 | 0.4% |
| 85.6 | 17 | 0.4% |
| 86.7 | 17 | 0.4% |
| 78.6 | 16 | 0.4% |
| 82.4 | 16 | 0.4% |
| 84.9 | 15 | 0.4% |
| 85.2 | 15 | 0.4% |
| 86.2 | 15 | 0.4% |
| Other values (489) | 2483 | |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 24.4 | 1 | |
| 25.5 | 1 | |
| 26.9 | 1 | |
| 27.9 | 1 | |
| 30.4 | 1 | |
| 30.7 | 1 | |
| 31.1 | 1 | |
| 33.4 | 1 | |
| 33.7 | 1 | |
| 34.2 | 1 |
| Value | Count | Frequency (%) |
| 98.8 | 1 | < 0.1% |
| 97.7 | 1 | < 0.1% |
| 97.6 | 3 | |
| 97.4 | 1 | < 0.1% |
| 97.3 | 1 | < 0.1% |
| 97 | 2 | |
| 96.9 | 1 | < 0.1% |
| 96.8 | 1 | < 0.1% |
| 96.7 | 1 | < 0.1% |
| 96.6 | 4 |
slpprdp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 359 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 374.0637495 |
| Minimum | 68 |
|---|---|
| Maximum | 605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 68 |
|---|---|
| 5-th percentile | 249 |
| Q1 | 336 |
| median | 381 |
| Q3 | 417 |
| 95-th percentile | 480 |
| Maximum | 605 |
| Range | 537 |
| Interquartile range (IQR) | 81 |
Descriptive statistics
| Standard deviation | 69.36444695 |
|---|---|
| Coefficient of variation (CV) | 0.1854348277 |
| Kurtosis | 0.8719978267 |
| Mean | 374.0637495 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | -0.5201543567 |
| Sum | 991643 |
| Variance | 4811.426501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 384 | 32 | 0.8% |
| 402 | 29 | 0.7% |
| 372 | 26 | 0.6% |
| 404 | 24 | 0.6% |
| 417 | 23 | 0.6% |
| 387 | 22 | 0.5% |
| 394 | 22 | 0.5% |
| 373 | 21 | 0.5% |
| 380 | 21 | 0.5% |
| 399 | 21 | 0.5% |
| Other values (349) | 2410 | |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 68 | 1 | |
| 98 | 1 | |
| 108 | 2 | |
| 112 | 1 | |
| 116 | 1 | |
| 117 | 1 | |
| 133 | 1 | |
| 138 | 1 | |
| 143 | 1 | |
| 147 | 1 |
| Value | Count | Frequency (%) |
| 605 | 1 | |
| 583 | 1 | |
| 563 | 1 | |
| 552 | 1 | |
| 551 | 1 | |
| 550 | 1 | |
| 544 | 1 | |
| 542 | 1 | |
| 541 | 1 | |
| 540 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1460 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.73549618 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 13 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 17 |
| median | 21 |
| Q3 | 25 |
| 95-th percentile | 31 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.466340105 |
|---|---|
| Coefficient of variation (CV) | 0.3118488243 |
| Kurtosis | 0.6807289508 |
| Mean | 20.73549618 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.1575034734 |
| Sum | 54327 |
| Variance | 41.81355435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 178 | 4.4% |
| 23 | 172 | 4.2% |
| 22 | 168 | 4.1% |
| 24 | 167 | 4.1% |
| 20 | 163 | 4.0% |
| 18 | 157 | 3.8% |
| 19 | 154 | 3.8% |
| 17 | 141 | 3.5% |
| 25 | 141 | 3.5% |
| 26 | 116 | 2.8% |
| Other values (35) | 1063 | |
| (Missing) | 1460 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 2 | < 0.1% |
| 2 | 6 | 0.1% |
| 3 | 8 | 0.2% |
| 4 | 4 | 0.1% |
| 5 | 10 | 0.2% |
| 6 | 12 | |
| 7 | 23 | |
| 8 | 17 | |
| 9 | 29 |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 42 | 3 | 0.1% |
| 41 | 2 | < 0.1% |
| 40 | 3 | 0.1% |
| 39 | 4 | |
| 38 | 4 | |
| 37 | 8 | |
| 36 | 8 | |
| 35 | 7 |
times34p
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 58 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1460 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.94503817 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 122 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 36 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.95616044 |
|---|---|
| Coefficient of variation (CV) | 0.6871203644 |
| Kurtosis | 0.09104725357 |
| Mean | 15.94503817 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.6000274144 |
| Sum | 41776 |
| Variance | 120.0374515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122 | 3.0% |
| 16 | 101 | 2.5% |
| 15 | 98 | 2.4% |
| 19 | 97 | 2.4% |
| 1 | 96 | 2.4% |
| 3 | 90 | 2.2% |
| 18 | 87 | 2.1% |
| 17 | 86 | 2.1% |
| 13 | 86 | 2.1% |
| 14 | 85 | 2.1% |
| Other values (48) | 1672 | |
| (Missing) | 1460 |
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 96 | |
| 2 | 84 | |
| 3 | 90 | |
| 4 | 81 | |
| 5 | 75 | |
| 6 | 76 | |
| 7 | 84 | |
| 8 | 64 | |
| 9 | 72 |
| Value | Count | Frequency (%) |
| 59 | 2 | |
| 58 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 2 | |
| 53 | 2 | |
| 52 | 1 | < 0.1% |
| 51 | 3 | |
| 50 | 2 | |
| 49 | 2 | |
| 48 | 1 | < 0.1% |
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1460 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.755725191 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 12 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 14 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.999983969 |
|---|---|
| Coefficient of variation (CV) | 0.694957427 |
| Kurtosis | 6.619406008 |
| Mean | 5.755725191 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.988752181 |
| Sum | 15080 |
| Variance | 15.99987175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 379 | 9.3% |
| 4 | 364 | 8.9% |
| 5 | 348 | 8.5% |
| 2 | 302 | 7.4% |
| 6 | 263 | 6.4% |
| 7 | 210 | 5.1% |
| 8 | 148 | 3.6% |
| 1 | 131 | 3.2% |
| 9 | 113 | 2.8% |
| 10 | 82 | 2.0% |
| Other values (21) | 280 | 6.9% |
| (Missing) | 1460 |
| Value | Count | Frequency (%) |
| 0 | 12 | 0.3% |
| 1 | 131 | 3.2% |
| 2 | 302 | |
| 3 | 379 | |
| 4 | 364 | |
| 5 | 348 | |
| 6 | 263 | |
| 7 | 210 | |
| 8 | 148 | 3.6% |
| 9 | 113 | 2.8% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 3 | |
| 25 | 3 | |
| 24 | 3 | |
| 23 | 3 | |
| 22 | 6 | |
| 21 | 5 |
timest2p
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 71 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1460 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.71183206 |
| Minimum | 20 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 50 |
| median | 58 |
| Q3 | 66 |
| 95-th percentile | 75 |
| Maximum | 98 |
| Range | 78 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.05143366 |
|---|---|
| Coefficient of variation (CV) | 0.1914933779 |
| Kurtosis | -0.06402875397 |
| Mean | 57.71183206 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.07911462411 |
| Sum | 151205 |
| Variance | 122.134186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 101 | 2.5% |
| 57 | 97 | 2.4% |
| 55 | 97 | 2.4% |
| 61 | 90 | 2.2% |
| 56 | 87 | 2.1% |
| 67 | 87 | 2.1% |
| 59 | 86 | 2.1% |
| 60 | 86 | 2.1% |
| 54 | 86 | 2.1% |
| 63 | 83 | 2.0% |
| Other values (61) | 1720 | |
| (Missing) | 1460 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 26 | 4 | |
| 28 | 4 | |
| 29 | 4 | |
| 30 | 3 | |
| 31 | 6 | |
| 32 | 4 |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 88 | 2 | |
| 87 | 4 | |
| 86 | 4 | |
| 85 | 4 | |
| 84 | 4 |
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.19113542 |
| Minimum | 2 |
|---|---|
| Maximum | 378 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 39 |
| median | 68 |
| Q3 | 107 |
| 95-th percentile | 189 |
| Maximum | 378 |
| Range | 376 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 54.75985179 |
|---|---|
| Coefficient of variation (CV) | 0.6828666474 |
| Kurtosis | 2.935467395 |
| Mean | 80.19113542 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 1.46244969 |
| Sum | 212586.7 |
| Variance | 2998.641368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 34 | 0.8% |
| 38 | 33 | 0.8% |
| 34 | 32 | 0.8% |
| 24 | 32 | 0.8% |
| 39 | 32 | 0.8% |
| 32 | 32 | 0.8% |
| 26 | 31 | 0.8% |
| 65 | 30 | 0.7% |
| 42 | 29 | 0.7% |
| 70 | 28 | 0.7% |
| Other values (252) | 2338 | |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 4 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 4 | 0.1% |
| 8 | 7 | |
| 9 | 4 | 0.1% |
| 10 | 5 | |
| 11 | 6 | |
| 12 | 11 |
| Value | Count | Frequency (%) |
| 378 | 1 | |
| 375 | 1 | |
| 371 | 1 | |
| 355 | 1 | |
| 352 | 1 | |
| 335 | 1 | |
| 330 | 1 | |
| 321 | 1 | |
| 317 | 1 | |
| 303 | 1 |
| Distinct | 1815 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.91666541 |
| Minimum | 0 |
|---|---|
| Maximum | 117.6 |
| Zeros | 11 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.05 |
| Q1 | 5.015 |
| median | 10.89 |
| Q3 | 21.465 |
| 95-th percentile | 48.055 |
| Maximum | 117.6 |
| Range | 117.6 |
| Interquartile range (IQR) | 16.45 |
Descriptive statistics
| Standard deviation | 15.6021567 |
|---|---|
| Coefficient of variation (CV) | 0.980240289 |
| Kurtosis | 4.065626194 |
| Mean | 15.91666541 |
| Median Absolute Deviation (MAD) | 7.16 |
| Skewness | 1.83229892 |
| Sum | 42195.08 |
| Variance | 243.4272937 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.3% |
| 1.58 | 6 | 0.1% |
| 6.03 | 6 | 0.1% |
| 3.32 | 5 | 0.1% |
| 0.52 | 5 | 0.1% |
| 4.42 | 5 | 0.1% |
| 7.54 | 5 | 0.1% |
| 10.45 | 5 | 0.1% |
| 4.92 | 5 | 0.1% |
| 7.92 | 5 | 0.1% |
| Other values (1805) | 2593 | |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.12 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 2 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| 0.16 | 2 | < 0.1% |
| 0.17 | 4 | 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.23 | 1 | < 0.1% |
| 0.29 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 117.6 | 1 | |
| 107.48 | 1 | |
| 90.85 | 1 | |
| 90.46 | 1 | |
| 88.91 | 1 | |
| 86.83 | 1 | |
| 86.11 | 1 | |
| 85.03 | 1 | |
| 84.06 | 1 | |
| 84 | 1 |
| Distinct | 1685 |
|---|---|
| Distinct (%) | 64.5% |
| Missing | 1467 |
| Missing (%) | 36.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.36719097 |
| Minimum | 2.6 |
|---|---|
| Maximum | 81.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 6.746 |
| Q1 | 11.43 |
| median | 16.19 |
| Q3 | 22.65 |
| 95-th percentile | 36.652 |
| Maximum | 81.38 |
| Range | 78.78 |
| Interquartile range (IQR) | 11.22 |
Descriptive statistics
| Standard deviation | 10.15274789 |
|---|---|
| Coefficient of variation (CV) | 0.5527654126 |
| Kurtosis | 5.413080685 |
| Mean | 18.36719097 |
| Median Absolute Deviation (MAD) | 5.4 |
| Skewness | 1.81965625 |
| Sum | 47993.47 |
| Variance | 103.0782898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 12 | 0.3% |
| 12 | 6 | 0.1% |
| 13.56 | 6 | 0.1% |
| 30 | 6 | 0.1% |
| 14.81 | 6 | 0.1% |
| 20 | 6 | 0.1% |
| 12.05 | 6 | 0.1% |
| 17.58 | 5 | 0.1% |
| 10.67 | 5 | 0.1% |
| 11.82 | 5 | 0.1% |
| Other values (1675) | 2550 | |
| (Missing) | 1467 |
| Value | Count | Frequency (%) |
| 2.6 | 1 | < 0.1% |
| 2.88 | 1 | < 0.1% |
| 3.15 | 1 | < 0.1% |
| 3.26 | 1 | < 0.1% |
| 3.38 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.46 | 1 | < 0.1% |
| 3.48 | 1 | < 0.1% |
| 3.61 | 1 | < 0.1% |
| 3.66 | 3 |
| Value | Count | Frequency (%) |
| 81.38 | 1 | |
| 80.59 | 1 | |
| 80.56 | 1 | |
| 78.4 | 1 | |
| 75.32 | 1 | |
| 74.82 | 1 | |
| 71 | 1 | |
| 69.95 | 1 | |
| 68.82 | 1 | |
| 66.93 | 1 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.14371935 |
| Minimum | 75 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 91 |
| Q1 | 93 |
| median | 94 |
| Q3 | 95 |
| 95-th percentile | 97 |
| Maximum | 100 |
| Range | 25 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.955567082 |
|---|---|
| Coefficient of variation (CV) | 0.02077214599 |
| Kurtosis | 5.633713254 |
| Mean | 94.14371935 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.178914645 |
| Sum | 249575 |
| Variance | 3.824242614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 599 | |
| 94 | 576 | |
| 93 | 415 | 10.2% |
| 96 | 394 | 9.7% |
| 92 | 230 | 5.6% |
| 97 | 176 | 4.3% |
| 91 | 112 | 2.7% |
| 90 | 54 | 1.3% |
| 98 | 44 | 1.1% |
| 89 | 18 | 0.4% |
| Other values (9) | 33 | 0.8% |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 75 | 1 | < 0.1% |
| 83 | 4 | 0.1% |
| 84 | 1 | < 0.1% |
| 85 | 2 | < 0.1% |
| 86 | 1 | < 0.1% |
| 87 | 6 | 0.1% |
| 88 | 13 | 0.3% |
| 89 | 18 | 0.4% |
| 90 | 54 | |
| 91 | 112 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 4 | 0.1% |
| 98 | 44 | 1.1% |
| 97 | 176 | 4.3% |
| 96 | 394 | |
| 95 | 599 | |
| 94 | 576 | |
| 93 | 415 | |
| 92 | 230 | 5.6% |
| 91 | 112 | 2.7% |
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1429 |
| Missing (%) | 35.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.24971709 |
| Minimum | 43 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 82 |
| median | 85 |
| Q3 | 88 |
| 95-th percentile | 91 |
| Maximum | 97 |
| Range | 54 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.879631849 |
|---|---|
| Coefficient of variation (CV) | 0.06978814947 |
| Kurtosis | 4.433815536 |
| Mean | 84.24971709 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.543389233 |
| Sum | 223346 |
| Variance | 34.57007067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 242 | 5.9% |
| 86 | 235 | 5.8% |
| 87 | 226 | 5.5% |
| 89 | 208 | 5.1% |
| 84 | 189 | 4.6% |
| 90 | 183 | 4.5% |
| 85 | 183 | 4.5% |
| 83 | 160 | 3.9% |
| 82 | 148 | 3.6% |
| 91 | 122 | 3.0% |
| Other values (35) | 755 | |
| (Missing) | 1429 |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 49 | 2 | |
| 50 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 56 | 2 | |
| 57 | 2 | |
| 60 | 2 | |
| 61 | 3 | |
| 62 | 2 |
| Value | Count | Frequency (%) |
| 97 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 4 | 0.1% |
| 94 | 10 | 0.2% |
| 93 | 34 | 0.8% |
| 92 | 54 | 1.3% |
| 91 | 122 | |
| 90 | 183 | |
| 89 | 208 | |
| 88 | 242 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 231.2 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4080 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4080 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4080 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 2219 | |
| 1 | 1861 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 231.2 KiB |
| 1 | |
|---|---|
| 2 | 256 |
| 3 | 237 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4080 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4080 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4080 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3587 | |
| 2 | 256 | 6.3% |
| 3 | 237 | 5.8% |
age_s1
Real number (ℝ≥0)
| Distinct | 52 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.1129902 |
| Minimum | 39 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 63 |
| Q3 | 71 |
| 95-th percentile | 80 |
| Maximum | 90 |
| Range | 51 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.60183242 |
|---|---|
| Coefficient of variation (CV) | 0.1679817797 |
| Kurtosis | -0.6875224477 |
| Mean | 63.1129902 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.05832758207 |
| Sum | 257501 |
| Variance | 112.3988506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57 | 161 | 3.9% |
| 58 | 143 | 3.5% |
| 59 | 142 | 3.5% |
| 74 | 142 | 3.5% |
| 69 | 140 | 3.4% |
| 62 | 137 | 3.4% |
| 56 | 136 | 3.3% |
| 61 | 135 | 3.3% |
| 54 | 134 | 3.3% |
| 55 | 132 | 3.2% |
| Other values (42) | 2678 |
| Value | Count | Frequency (%) |
| 39 | 4 | 0.1% |
| 40 | 33 | |
| 41 | 28 | |
| 42 | 38 | |
| 43 | 42 | |
| 44 | 39 | |
| 45 | 52 | |
| 46 | 42 | |
| 47 | 65 | |
| 48 | 52 |
| Value | Count | Frequency (%) |
| 90 | 7 | 0.2% |
| 89 | 3 | 0.1% |
| 88 | 3 | 0.1% |
| 87 | 4 | 0.1% |
| 86 | 10 | 0.2% |
| 85 | 17 | |
| 84 | 21 | |
| 83 | 25 | |
| 82 | 39 | |
| 81 | 38 |
| Distinct | 61 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 2890 |
| Missing (%) | 70.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.007563025 |
| Minimum | 1.5 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 4.3915 |
| Q1 | 5.64 |
| median | 6.21 |
| Q3 | 6.57 |
| 95-th percentile | 6.93 |
| Maximum | 7 |
| Range | 5.5 |
| Interquartile range (IQR) | 0.93 |
Descriptive statistics
| Standard deviation | 0.8256179645 |
|---|---|
| Coefficient of variation (CV) | 0.1374297633 |
| Kurtosis | 3.180302967 |
| Mean | 6.007563025 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | -1.570026868 |
| Sum | 7149 |
| Variance | 0.6816450234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.36 | 68 | 1.7% |
| 6.5 | 64 | 1.6% |
| 6.86 | 63 | 1.5% |
| 6.29 | 61 | 1.5% |
| 6.64 | 58 | 1.4% |
| 6.07 | 56 | 1.4% |
| 6.71 | 56 | 1.4% |
| 6.93 | 55 | 1.3% |
| 6.21 | 52 | 1.3% |
| 6.43 | 51 | 1.2% |
| Other values (51) | 606 | 14.9% |
| (Missing) | 2890 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | |
| 1.86 | 1 | |
| 2.21 | 1 | |
| 2.36 | 1 | |
| 2.43 | 2 | |
| 2.57 | 1 | |
| 2.86 | 1 | |
| 3.07 | 2 | |
| 3.14 | 2 | |
| 3.29 | 2 |
| Value | Count | Frequency (%) |
| 7 | 20 | 0.5% |
| 6.93 | 55 | |
| 6.86 | 63 | |
| 6.79 | 36 | |
| 6.71 | 56 | |
| 6.64 | 58 | |
| 6.57 | 46 | |
| 6.5 | 64 | |
| 6.43 | 51 | |
| 6.36 | 68 |
| Distinct | 267 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 2895 |
| Missing (%) | 71.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.51459916 |
| Minimum | 6.96 |
|---|---|
| Maximum | 13.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.0 KiB |
Quantile statistics
| Minimum | 6.96 |
|---|---|
| 5-th percentile | 9.882 |
| Q1 | 11.17 |
| median | 11.75 |
| Q3 | 12.09 |
| 95-th percentile | 12.29 |
| Maximum | 13.17 |
| Range | 6.21 |
| Interquartile range (IQR) | 0.92 |
Descriptive statistics
| Standard deviation | 0.8272743194 |
|---|---|
| Coefficient of variation (CV) | 0.07184568982 |
| Kurtosis | 4.910224545 |
| Mean | 11.51459916 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | -1.88324814 |
| Sum | 13644.8 |
| Variance | 0.6843827995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.18 | 106 | 2.6% |
| 12.29 | 98 | 2.4% |
| 12.07 | 37 | 0.9% |
| 12.13 | 30 | 0.7% |
| 11.93 | 26 | 0.6% |
| 12.04 | 25 | 0.6% |
| 11.89 | 21 | 0.5% |
| 12.01 | 20 | 0.5% |
| 11.96 | 18 | 0.4% |
| 11.82 | 15 | 0.4% |
| Other values (257) | 789 | 19.3% |
| (Missing) | 2895 |
| Value | Count | Frequency (%) |
| 6.96 | 1 | |
| 7 | 1 | |
| 7.04 | 1 | |
| 7.43 | 1 | |
| 7.54 | 1 | |
| 7.67 | 1 | |
| 8 | 2 | |
| 8.02 | 1 | |
| 8.13 | 1 | |
| 8.25 | 1 |
| Value | Count | Frequency (%) |
| 13.17 | 1 | |
| 12.97 | 1 | |
| 12.78 | 1 | |
| 12.68 | 2 | |
| 12.67 | 1 | |
| 12.63 | 1 | |
| 12.62 | 1 | |
| 12.61 | 2 | |
| 12.6 | 1 | |
| 12.58 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 46 |
| Missing (%) | 1.1% |
| Memory size | 238.3 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 | 161 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12102 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1625 | |
| 3.0 | 1287 | |
| 1.0 | 550 | 13.5% |
| 4.0 | 411 | 10.1% |
| 5.0 | 161 | 3.9% |
| (Missing) | 46 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 1625 | |
| 3.0 | 1287 | |
| 1.0 | 550 | 13.6% |
| 4.0 | 411 | 10.2% |
| 5.0 | 161 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4034 | |
| 0 | 4034 | |
| 2 | 1625 | |
| 3 | 1287 | 10.6% |
| 1 | 550 | 4.5% |
| 4 | 411 | 3.4% |
| 5 | 161 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8068 | |
| Other Punctuation | 4034 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4034 | |
| 2 | 1625 | |
| 3 | 1287 | 16.0% |
| 1 | 550 | 6.8% |
| 4 | 411 | 5.1% |
| 5 | 161 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12102 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4034 | |
| 0 | 4034 | |
| 2 | 1625 | |
| 3 | 1287 | 10.6% |
| 1 | 550 | 4.5% |
| 4 | 411 | 3.4% |
| 5 | 161 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12102 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4034 | |
| 0 | 4034 | |
| 2 | 1625 | |
| 3 | 1287 | 10.6% |
| 1 | 550 | 4.5% |
| 4 | 411 | 3.4% |
| 5 | 161 | 1.3% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 47 |
| Missing (%) | 1.2% |
| Memory size | 238.3 KiB |
| 3.0 | |
|---|---|
| 2.0 | |
| 4.0 | |
| 1.0 | |
| 5.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12099 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 1428 | |
| 2.0 | 1395 | |
| 4.0 | 592 | |
| 1.0 | 433 | 10.6% |
| 5.0 | 185 | 4.5% |
| (Missing) | 47 | 1.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3.0 | 1428 | |
| 2.0 | 1395 | |
| 4.0 | 592 | |
| 1.0 | 433 | 10.7% |
| 5.0 | 185 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4033 | |
| 0 | 4033 | |
| 3 | 1428 | 11.8% |
| 2 | 1395 | 11.5% |
| 4 | 592 | 4.9% |
| 1 | 433 | 3.6% |
| 5 | 185 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8066 | |
| Other Punctuation | 4033 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4033 | |
| 3 | 1428 | 17.7% |
| 2 | 1395 | 17.3% |
| 4 | 592 | 7.3% |
| 1 | 433 | 5.4% |
| 5 | 185 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4033 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12099 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4033 | |
| 0 | 4033 | |
| 3 | 1428 | 11.8% |
| 2 | 1395 | 11.5% |
| 4 | 592 | 4.9% |
| 1 | 433 | 3.6% |
| 5 | 185 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12099 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4033 | |
| 0 | 4033 | |
| 3 | 1428 | 11.8% |
| 2 | 1395 | 11.5% |
| 4 | 592 | 4.9% |
| 1 | 433 | 3.6% |
| 5 | 185 | 1.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 50 |
| Missing (%) | 1.2% |
| Memory size | 238.2 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12090 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1519 | |
| 3.0 | 1151 | |
| 1.0 | 653 | |
| 4.0 | 545 | 13.4% |
| 5.0 | 162 | 4.0% |
| (Missing) | 50 | 1.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 1519 | |
| 3.0 | 1151 | |
| 1.0 | 653 | |
| 4.0 | 545 | 13.5% |
| 5.0 | 162 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4030 | |
| 0 | 4030 | |
| 2 | 1519 | 12.6% |
| 3 | 1151 | 9.5% |
| 1 | 653 | 5.4% |
| 4 | 545 | 4.5% |
| 5 | 162 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8060 | |
| Other Punctuation | 4030 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4030 | |
| 2 | 1519 | 18.8% |
| 3 | 1151 | 14.3% |
| 1 | 653 | 8.1% |
| 4 | 545 | 6.8% |
| 5 | 162 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4030 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12090 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4030 | |
| 0 | 4030 | |
| 2 | 1519 | 12.6% |
| 3 | 1151 | 9.5% |
| 1 | 653 | 5.4% |
| 4 | 545 | 4.5% |
| 5 | 162 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12090 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4030 | |
| 0 | 4030 | |
| 2 | 1519 | 12.6% |
| 3 | 1151 | 9.5% |
| 1 | 653 | 5.4% |
| 4 | 545 | 4.5% |
| 5 | 162 | 1.3% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 57 |
| Missing (%) | 1.4% |
| Memory size | 238.1 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 | 151 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12069 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 5.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1539 | |
| 3.0 | 1194 | |
| 1.0 | 699 | |
| 4.0 | 440 | 10.8% |
| 5.0 | 151 | 3.7% |
| (Missing) | 57 | 1.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 1539 | |
| 3.0 | 1194 | |
| 1.0 | 699 | |
| 4.0 | 440 | 10.9% |
| 5.0 | 151 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4023 | |
| 0 | 4023 | |
| 2 | 1539 | 12.8% |
| 3 | 1194 | 9.9% |
| 1 | 699 | 5.8% |
| 4 | 440 | 3.6% |
| 5 | 151 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8046 | |
| Other Punctuation | 4023 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4023 | |
| 2 | 1539 | 19.1% |
| 3 | 1194 | 14.8% |
| 1 | 699 | 8.7% |
| 4 | 440 | 5.5% |
| 5 | 151 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12069 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4023 | |
| 0 | 4023 | |
| 2 | 1539 | 12.8% |
| 3 | 1194 | 9.9% |
| 1 | 699 | 5.8% |
| 4 | 440 | 3.6% |
| 5 | 151 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12069 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4023 | |
| 0 | 4023 | |
| 2 | 1539 | 12.8% |
| 3 | 1194 | 9.9% |
| 1 | 699 | 5.8% |
| 4 | 440 | 3.6% |
| 5 | 151 | 1.3% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 51 |
| Missing (%) | 1.2% |
| Memory size | 238.2 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 | 62 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12087 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 3.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1708 | |
| 3.0 | 1246 | |
| 1.0 | 707 | |
| 4.0 | 306 | 7.5% |
| 5.0 | 62 | 1.5% |
| (Missing) | 51 | 1.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 1708 | |
| 3.0 | 1246 | |
| 1.0 | 707 | |
| 4.0 | 306 | 7.6% |
| 5.0 | 62 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4029 | |
| 0 | 4029 | |
| 2 | 1708 | |
| 3 | 1246 | 10.3% |
| 1 | 707 | 5.8% |
| 4 | 306 | 2.5% |
| 5 | 62 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8058 | |
| Other Punctuation | 4029 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4029 | |
| 2 | 1708 | |
| 3 | 1246 | 15.5% |
| 1 | 707 | 8.8% |
| 4 | 306 | 3.8% |
| 5 | 62 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12087 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4029 | |
| 0 | 4029 | |
| 2 | 1708 | |
| 3 | 1246 | 10.3% |
| 1 | 707 | 5.8% |
| 4 | 306 | 2.5% |
| 5 | 62 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12087 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4029 | |
| 0 | 4029 | |
| 2 | 1708 | |
| 3 | 1246 | 10.3% |
| 1 | 707 | 5.8% |
| 4 | 306 | 2.5% |
| 5 | 62 | 0.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 60 |
| Missing (%) | 1.5% |
| Memory size | 238.0 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12060 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1619 | |
| 3.0 | 1185 | |
| 1.0 | 552 | 13.5% |
| 4.0 | 452 | 11.1% |
| 5.0 | 212 | 5.2% |
| (Missing) | 60 | 1.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 1619 | |
| 3.0 | 1185 | |
| 1.0 | 552 | 13.7% |
| 4.0 | 452 | 11.2% |
| 5.0 | 212 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4020 | |
| 0 | 4020 | |
| 2 | 1619 | |
| 3 | 1185 | 9.8% |
| 1 | 552 | 4.6% |
| 4 | 452 | 3.7% |
| 5 | 212 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8040 | |
| Other Punctuation | 4020 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4020 | |
| 2 | 1619 | |
| 3 | 1185 | 14.7% |
| 1 | 552 | 6.9% |
| 4 | 452 | 5.6% |
| 5 | 212 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4020 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12060 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4020 | |
| 0 | 4020 | |
| 2 | 1619 | |
| 3 | 1185 | 9.8% |
| 1 | 552 | 4.6% |
| 4 | 452 | 3.7% |
| 5 | 212 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12060 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4020 | |
| 0 | 4020 | |
| 2 | 1619 | |
| 3 | 1185 | 9.8% |
| 1 | 552 | 4.6% |
| 4 | 452 | 3.7% |
| 5 | 212 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| supinep | slpeffp | slpprdp | timeremp | times34p | timest1p | timest2p | waso | rdi3p | ai_all | avgsat | minsat | gender | race | age_s1 | saqli | fosq | sh308a | sh308b | sh308c | sh308d | sh308e | sh308f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 67.0 | 72.1 | 382.0 | 23.0 | 5.0 | 6.0 | 67.0 | 99.00 | 8.95 | 18.69 | 94.0 | 89.0 | 1 | 1 | 41 | 6.14 | 11.00 | 4.0 | 3.0 | 2.0 | 2.0 | 2.0 | 2.0 |
| 1 | 31.0 | 86.9 | 381.0 | 28.0 | 1.0 | 4.0 | 66.0 | 27.00 | 17.95 | 15.59 | 95.0 | 87.0 | 1 | 1 | 54 | NaN | NaN | 3.0 | 4.0 | 4.0 | 2.0 | 2.0 | 2.0 |
| 2 | 100.0 | 80.5 | 390.0 | 16.0 | 22.0 | 8.0 | 54.0 | 80.00 | 25.69 | 33.38 | 92.0 | 73.0 | 2 | 3 | 56 | 4.79 | 9.58 | 3.0 | 3.0 | 2.0 | 5.0 | 3.0 | 2.0 |
| 3 | 29.0 | 78.0 | 400.0 | 26.0 | 12.0 | 10.0 | 52.0 | 92.00 | 12.30 | 30.00 | 91.0 | 84.0 | 1 | 1 | 54 | 6.86 | 12.18 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | 2.0 |
| 4 | 24.0 | 93.2 | 433.0 | 28.0 | 5.0 | 6.0 | 61.0 | 20.00 | 2.22 | 5.54 | 95.0 | 88.0 | 2 | 1 | 40 | 5.29 | 11.10 | 4.0 | 4.0 | 3.0 | 3.0 | 2.0 | 3.0 |
| 5 | 5.0 | 90.7 | 422.0 | 17.0 | 24.0 | 6.0 | 53.0 | 38.00 | 2.84 | 10.95 | 94.0 | 88.0 | 1 | 1 | 40 | 6.57 | 11.68 | 2.0 | 2.0 | 2.0 | 2.0 | 1.0 | 3.0 |
| 6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 1 | 54 | NaN | NaN | 1.0 | 1.0 | 3.0 | 2.0 | 1.0 | 5.0 |
| 7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 3 | 51 | NaN | NaN | 5.0 | 4.0 | 4.0 | 2.0 | 3.0 | 3.0 |
| 8 | 53.0 | 50.1 | 186.0 | 15.0 | 0.0 | 14.0 | 71.0 | 128.62 | 17.42 | 22.90 | 96.0 | 91.0 | 1 | 1 | 68 | 5.00 | 8.13 | 3.0 | 2.0 | 2.0 | 3.0 | 4.0 | 2.0 |
| 9 | 53.0 | 94.0 | 445.0 | 30.0 | 0.0 | 11.0 | 59.0 | 26.00 | 3.78 | 10.79 | 95.0 | 90.0 | 1 | 1 | 44 | 6.50 | 12.58 | 2.0 | 2.0 | 3.0 | 2.0 | 2.0 | 3.0 |
Last rows
| supinep | slpeffp | slpprdp | timeremp | times34p | timest1p | timest2p | waso | rdi3p | ai_all | avgsat | minsat | gender | race | age_s1 | saqli | fosq | sh308a | sh308b | sh308c | sh308d | sh308e | sh308f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4070 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 1 | 56 | NaN | NaN | 4.0 | 4.0 | 5.0 | 5.0 | 4.0 | 4.0 |
| 4071 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 1 | 65 | NaN | NaN | 3.0 | 3.0 | 2.0 | 2.0 | 2.0 | 3.0 |
| 4072 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 1 | 55 | NaN | NaN | 2.0 | 3.0 | 2.0 | 3.0 | 3.0 | 3.0 |
| 4073 | 69.0 | 72.4 | 314.0 | 24.0 | 27.0 | 2.0 | 47.0 | 89.0 | 45.86 | 42.80 | 91.0 | 81.0 | 2 | 1 | 71 | NaN | NaN | 3.0 | 3.0 | 4.0 | 3.0 | 3.0 | 3.0 |
| 4074 | 37.0 | 87.8 | 405.0 | 30.0 | 23.0 | 3.0 | 44.0 | 56.0 | 5.93 | 8.74 | 95.0 | 87.0 | 2 | 1 | 55 | NaN | NaN | 3.0 | 4.0 | 4.0 | 2.0 | 3.0 | 3.0 |
| 4075 | 69.0 | 61.5 | 400.0 | 25.0 | 5.0 | 3.0 | 66.0 | 122.0 | 12.45 | 18.30 | 94.0 | 85.0 | 1 | 1 | 59 | NaN | NaN | 1.0 | 2.0 | 2.0 | 1.0 | 2.0 | 2.0 |
| 4076 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 | 1 | 54 | NaN | NaN | 2.0 | 2.0 | 4.0 | 3.0 | 1.0 | 1.0 |
| 4077 | 64.0 | 78.0 | 417.0 | 14.0 | 5.0 | 17.0 | 64.0 | 118.0 | 54.53 | 51.80 | 95.0 | 81.0 | 1 | 1 | 66 | NaN | NaN | 3.0 | 3.0 | 2.0 | 2.0 | 1.0 | 5.0 |
| 4078 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 1 | 54 | NaN | NaN | 3.0 | 3.0 | 2.0 | 1.0 | 1.0 | 2.0 |
| 4079 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 | 1 | 55 | NaN | NaN | 2.0 | 3.0 | 5.0 | 2.0 | 3.0 | 3.0 |